Trae1ounG / Awesome-Parametric-Knowledge-in-LLMsLinks
Must-read papers and blogs about parametric knowledge mechanism in LLMs.
☆23Updated 4 months ago
Alternatives and similar repositories for Awesome-Parametric-Knowledge-in-LLMs
Users that are interested in Awesome-Parametric-Knowledge-in-LLMs are comparing it to the libraries listed below
Sorting:
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆80Updated 3 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆80Updated 9 months ago
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆109Updated last month
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆86Updated 7 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆157Updated last week
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆106Updated last month
- ☆50Updated 2 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆171Updated 2 months ago
- ☆115Updated 3 months ago
- Official repository for "CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation"☆24Updated 3 weeks ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆179Updated 2 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆246Updated last month
- Model merging is a highly efficient approach for long-to-short reasoning.☆82Updated 3 months ago
- ☆269Updated 2 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆42Updated last year
- ☆167Updated 4 months ago
- awesome SAE papers☆45Updated 4 months ago
- 🔥🔥🔥Latest Papers, Codes on Uncertainty-based RL☆49Updated last month
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆18Updated last week
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆81Updated 7 months ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆58Updated 2 months ago
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆59Updated 9 months ago
- Accepted LLM Papers in NeurIPS 2024☆37Updated 11 months ago
- This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…☆89Updated 9 months ago
- ☆156Updated last year
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 5 months ago
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆14Updated last year
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆62Updated 2 months ago
- ☆163Updated last year
- A comprehensive collection of process reward models.☆108Updated 2 months ago